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predict script update

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This commit is contained in:
Pawel Sarkowicz
2026-03-28 14:54:07 -04:00
parent a2161b70e4
commit 01807be17d
5 changed files with 121 additions and 398 deletions
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3
notebooks/04_feature_engineering.ipynb
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@@ -866,8 +866,7 @@
"print(\"\"\"\\nInterpretation:\n",
"- Each row is a climb-angle observation.\n",
"- The target is `display_difficulty`.\n",
"- The predictors combine geometry, hold statistics, and aggregate difficulty information.\n",
"- Hold-difficulty-based features use Bayesian-smoothed hold scores from Notebook 03.\n",
"- The predictors combine geometry and structure\n",
"- The next notebook tests how much predictive signal these engineered features actually contain.\n",
"\"\"\")\n"
]

2
notebooks/05_predictive_modelling.ipynb
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@@ -706,7 +706,7 @@
"ax.invert_yaxis()\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('../images/05_predictive_modelling/random_forest_importance.png', dpi=150, bbox_inches='tight')\n",
"plt.savefig('../images/05_predictive_modelling/random_forest_feature_importance.png', dpi=150, bbox_inches='tight')\n",
"plt.show()"
]
},